Manish Tandel
*******@****.***.*** Chicago, IL, *0616 312-***-**** linkedin.com/in/manish-tandel EDUCATION
Illinois Institute of Technology, Chicago, IL Aug 2019-May2021 Master of Data Science GPA: 3.3
Coursework: Introduction to Algorithm, Applied Statistics, Database Organization, Machine Learning, Big Data Technologies, Data Preparation and Analysis, Project Management, Public Engagement for Scientists. University of Mumbai, Mumbai, India June 2017
Bachelor of Engineering in Instrumentation GPA: 3.3 ANALYTICAL AND TECHNOLOGICAL SKILLS
• Languages: Python(Numpy/Pandas/Scikit_Learn/Matplotlib/Keras), R, C, SQL, Apache Pig, Hive, Spark, HDFS Manipulation
• Databases: MySQL, Oracle, MongoDB
• Machine Learning: Regression, Classification, Decision Trees, Random Forest, SVM, K-means, Naïve Bayes, KNN, Neural Networks
• Tools: RStudio, SQL developer, Oracle, SAP Netweaver, MS Project, Git, AWS, SSIS, SSAS, SSRS ACADEMIC PROJECTS
• Chicago Rental Bike Service (Divvy) Analysis: (R, Tableau) Feb 2019 Trained a dataset of variables affecting rides of Divvy, analyzed the Test-Variable (Revenue) and incorporated Multivariable analysis and imputed any missing data. Performed exploratory Data Analysis, cleansed the data and used statistical models.
• Chicago Crime Dataset Analysis: (Hadoop – HDFS, Hive, Pig, Spark, Python, AWS) Feb 2019 Used the Hadoop ecosystem tools to extract useful insights and make predictions from a police perspective that raised a lot of questions.
• Electronic Vendor Database: (MySQL, Java 8, HTML, CSS, Bootstrap) Oct 2019 – Nov 2019 The application is an electronics vendor that operates both a website and a chain of many physical stores. Designed the ER Model and then translated into Relational Schema implemented as SQL script. WORK EXPERIENCE
RELIANCE INDUSTRIES LTD. Vadodara, India
DATA ANALYST-(MANAGER) July 2018 – July 2019
In my tenure as a Manager, I was in charge of 20 technicians as well as various third party agencies.
• Project on “Reduction in batch cycle time for the production of PVC.” Extracted required discrete & continuous data, analyzed the data to remove outliers & impact of each measured variable through hypothesis testing and correlation analysis. Implementation of the solution resulted in a reduction of the batch cycle and thereby gaining an additional revenue of Rupees 67 million/year.
• Project on “Revival of High-Temperature Chlorination(HTC) Section.” Collaborated with a team of 20. Cleaned and analyzed the data to see the impact of each measured variable. Programmed DeltaV DCS using C programming with “Emerson Electric Co.” to implement the logic needed to improve the plant’s reliability.
GRADUATE ENGINEERING TRAINEE July 2017 – July 2018
• Involved in the planning section of maintenance activities in VCM plant using MS Project, SAP Netweaver & Advanced MS Excel including resources, manpower & financial allotment.
• Implemented APC in DeltaV DCS by using C programming, hence increasing production by 20%. INTERN June 2015 – July 2015
• Gained good foundational knowledge of data analytics to better organize, analyze and visualize data for business insights and decision making.
• Performed engineering design work and used technologies advanced excel, MS Project, MS Access. LEADERSHIP
International Society of Automation (ISA) – VESIT Student Chapter, Mumbai, India Executive Committee Member June 2014- April 2017
• Led a team of 6 volunteers. Conducted various workshops on Process Engineering for 50+ students. SOCIAL WORK: A dedicated contribution to the education of underprivileged kids. WORK AUTHORIZATION: Eligible to intern/Co-Op in the US with Curriculum Practical Training (May 2020).